Package: ShapeChange 1.5

Xiyue Liao

ShapeChange: Change-Point Estimation using Shape-Restricted Splines

In a scatterplot where the response variable is Gaussian, Poisson or binomial, we consider the case in which the mean function is smooth with a change-point, which is a mode, an inflection point or a jump point. The main routine estimates the mean curve and the change-point as well using shape-restricted B-splines. An optional subroutine delivering a bootstrap confidence interval for the change-point is incorporated in the main routine.

Authors:Xiyue Liao and Mary C Meyer

ShapeChange_1.5.tar.gz
ShapeChange_1.5.tar.gz(r-4.5-noble)ShapeChange_1.5.tar.gz(r-4.4-noble)
ShapeChange_1.5.tgz(r-4.4-emscripten)
ShapeChange.pdf |ShapeChange.html✨
ShapeChange/json (API)

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4 exports 0.49 score 4 dependencies 1 mentions 6 scripts 182 downloads

Last updated 1 years agofrom:8abd658b34. Checks:OK: 1 NOTE: 1. Indexed: yes.

Exports:changeptipjptp

Dependencies:coneprojquadprogRcppRcppArmadillo